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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
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Языковой активизм и языковые идеологии в социальных сетях

Социолингвистика. 2022. Т. 1. № 9. С. 80–100.
Нурутдинова Н. Р., Ханова А. Ф., Мустафина Д. Н.

This article is devoted to the problems of language activism and language ideologies in the context of the preservation and development of regional languages. The paper presents an overview analysis of the interpretation of language activism, language ideology and language activists (actors) in the studies of Russian and foreign linguistics. The article also reveals the question of the role of social networks in the process of supporting and promoting regional languages. Within the framework of this research we studied creolized texts in Tatar on the social networks, which, in our opinion, is one of the ways of manifesting language activism. The paper analyzes the linguistic ideologies in the Internet space and the ways of their linguistic manifestations. As a result of theoretical and practical analysis, the authors propose a conclusion about language ideologies as a way of reflecting the attitude of speakers to language, determined by national, cultural, historical and psychological aspects, as well as the social experience of native speakers.

Research target: Philology and Linguistics Other Humanities
Language: Russian
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Text on another site
Keywords: социальные сетитатарский языкTatar languageсовременная языковая политика Россииязыковые идеологииlanguage ideologiesLinguistic analysis of social networksstate language policyязыковой активизм
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